In this population, only 2 of the 8 (25%) biological candidate genes (ADIPOQ and UCP3) were associated with obesity, although only ADIPOQ remained significant after adjusting for admixture. Here, ADIPOQ is linked to obesity due to melanocortin 4 receptor deficiency.